Optimization

Interpretable Neural Networks with Frank-Wolfe: Sparse Relevance Maps and Relevance Orderings ICML 2022 Interpretable Off-Policy Learning via Hyperbox Search ICML 2022 Interspace Pruning: Using Adaptive Filter Representations To Improve Training of Sparse CNNs CVPR 2022 Intrinsic Gradient Compression for Scalable and Efficient Federated Learning ACL 2022 IntSGD: Adaptive Floatless Compression of Stochastic Gradients ICLR 2022 Inverse Design for Fluid-Structure Interactions using Graph Network Simulators NeurIPS 2022 Investigating Top-k White-Box and Transferable Black-Box Attack CVPR 2022 Is L^2 Physics Informed Loss Always Suitable for Training Physics Informed Neural Network? NeurIPS 2022 ISNAS-DIP: Image-Specific Neural Architecture Search for Deep Image Prior CVPR 2022 Iterated Vector Fields and Conservatism, with Applications to Federated Learning ALT 2022 Iterative Double Sketching for Faster Least-Squares Optimization ICML 2022 Iterative Hard Thresholding with Adaptive Regularization: Sparser Solutions Without Sacrificing Runtime ICML 2022 Iterative Residual Policy for Goal-Conditioned Dynamic Manipulation of Deformable Objects RSS 2022 Iterative Sound Source Localization for Unknown Number of Sources Interspeech 2022 Iterative Stratified Testing and Measurement for Automated Model Updates EMNLP 2022 JAHS-Bench-201: A Foundation For Research On Joint Architecture And Hyperparameter Search NeurIPS 2022 JFB: Jacobian-Free Backpropagation for Implicit Networks AAAI 2022 Joint Continuous and Discrete Model Selection via Submodularity JMLR 2022 Jointly Efficient and Optimal Algorithms for Logistic Bandits AISTATS 2022 Joint Optimization of Sampling Rate Offsets Based on Entire Signal Relationship Among Distributed Microphones Interspeech 2022 Joint Optimization of the Module and Sign of the Spectral Real Part Based on CRN for Speech Denoising. Interspeech 2022 KaFSP: Knowledge-Aware Fuzzy Semantic Parsing for Conversational Question Answering over a Large-Scale Knowledge Base ACL 2022 Kantorovich Strikes Back! Wasserstein GANs are not Optimal Transport? NeurIPS 2022 KernelGPA: A Deformable SLAM Back-end RSS 2022 Kernelized Multiplicative Weights for 0/1-Polyhedral Games: Bridging the Gap Between Learning in Extensive-Form and Normal-Form Games ICML 2022